Furthest fitting cost: Time series similarity from another angle

Proceedings of the 2004 IEEE International Conference on Information Reuse and Integration, IRI-2004

Volumn , Issue , 2004, Pages 499-503

  Jia Cheng, Y E ^a   Tang, Yin ^b,c   Peng, Hong ^a   Zheng, Qi Lun ^a   Sunan, Y E ^d  

^a SOUTH CHINA UNIVERSITY OF TECHNOLOGY   (China)

^b JINAN UNIVERSITY   (China)

^c Post doctral Research Station   (China)

^d UNIVERSITY OF JINAN   (China)

Author keywords

Least Square; Time series similarity

Indexed keywords

APPROXIMATION THEORY; DATABASE SYSTEMS; DISTANCE MEASUREMENT; EXTRAPOLATION; GESTURE RECOGNITION; MATHEMATICAL TRANSFORMATIONS; ROBOTICS;

DYNAMIC TIME WRAPPING (DTW); FURTHEST FITTING COST (FFC); PIECEWISE AGGREGATE APPROXIMATION (PAA); REAL NUMBERS;

TIME SERIES ANALYSIS;

EID: 16244391496     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (10)

1. Berndt and Clifford. Using Dynamic Time Warping to Find Patterns in Time Series. KDD Workshop 1994: 359-370
2. Eamonn J. Keogh, Michael J. Pazzani. Scaling up Dynamic Time Warping for Datamining Applications, Knowledge Discovery and Data Mining, in ACM 2000 1-58
3. Eamonn J. Keogh, Michael J. Pazzani. "A simple dimensionality reduction technique for fast similarity search in large time series databases." In the Fourth Pacific- Asia Conference on Knowledge Discovery and Data Mining. Kyoto, Japan, 2000.
4. Eamonn J. Keogh, Michael J. Pazzani: An Indexing Scheme for Fast Similarity Search in Large Time Series Databases. SSDBM 1999: 56-67. 1998.
5. Eamonn J. Keogh, Kaushik Chakrabarti, Michael J. Pazzani, Sharad Mehrotra: Dimensionality Reduction for Fast Similarity Search in Large Time Series Databases. Knowl. Inf. Syst. 3(3): 263-286 (2001). 2000.
6. Chang-Shing Perng, Haixun Wang, Sylvia R. Zhang, D. Stott Parker. Landmarks- A New Model for Similarity-Based Pattern Querying in Time Series Databases. 16th International Conference on Data Engineering ICDE'2000: 33-42, 2000
7. Davood Rafiei, Alberto O. Mendelson. Querying Time Series Data Based on Similarity. In IEEE TRANS. ON KNOWLEDGE AND DATA ENG., VOL.12, NO.5, SEP/OCT 2000.
8. st Int'l Conf. VLDB, Sept, 1995, 490-500.
9. th Int'l Conf. Foundations of Data Organization and Algorithms, Oct, 1993, 69-84
10. Box E.P. George & Gwilym M. Jenkins: Time Series Analysis: Forecasting and Control, Holden Day, San Francisco, 1970